Engelhardt Laura E, Roe Mary Abbe, Juranek Jenifer, DeMaster Dana, Harden K Paige, Tucker-Drob Elliot M, Church Jessica A
Department of Psychology, The University of Texas at Austin, United States.
Department of Psychology, The University of Texas at Austin, United States.
Dev Cogn Neurosci. 2017 Jun;25:58-68. doi: 10.1016/j.dcn.2017.01.011. Epub 2017 Feb 1.
Head motion during fMRI scans negatively impacts data quality, and as post-acquisition techniques for addressing motion become increasingly stringent, data retention decreases. Studies conducted with adult participants suggest that movement acts as a relatively stable, heritable phenotype that serves as a marker for other genetically influenced phenotypes. Whether these patterns extend downward to childhood has critical implications for the interpretation and generalizability of fMRI data acquired from children. We examined factors affecting scanner motion in two samples: a population-based twin sample of 73 participants (ages 7-12 years) and a case-control sample of 32 non-struggling and 78 struggling readers (ages 8-11 years), 30 of whom were scanned multiple times. Age, but not ADHD symptoms, was significantly related to scanner movement. Movement also varied as a function of task type, run length, and session length. Twin pair concordance for head motion was high for monozygotic twins and moderate for dizygotic twins. Cross-session test-retest reliability was high. Together, these findings suggest that children's head motion is a genetically influenced trait that has the potential to systematically affect individual differences in BOLD changes within and across groups. We discuss recommendations for future work and best practices for pediatric neuroimaging.
功能磁共振成像(fMRI)扫描期间的头部运动对数据质量有负面影响,随着用于解决运动问题的采集后技术变得越来越严格,数据留存率降低。对成年参与者进行的研究表明,运动是一种相对稳定的、可遗传的表型,可作为其他受基因影响的表型的标志物。这些模式是否延伸到儿童期,对于从儿童获取的fMRI数据的解释和普遍性具有关键意义。我们在两个样本中研究了影响扫描仪运动的因素:一个基于人群的73名参与者(7至12岁)的双胞胎样本,以及一个由32名阅读正常和78名阅读困难的读者(8至11岁)组成的病例对照样本,其中30人进行了多次扫描。年龄而非注意力缺陷多动障碍(ADHD)症状与扫描仪运动显著相关。运动也因任务类型、运行长度和会话长度而异。同卵双胞胎的头部运动双胞胎对一致性较高,异卵双胞胎则为中等。跨会话重测信度较高。这些发现共同表明,儿童的头部运动是一种受基因影响的特征,有可能系统地影响组内和组间血氧水平依赖(BOLD)变化的个体差异。我们讨论了对未来工作的建议以及儿科神经成像的最佳实践。